feat(weights): sync dino/none/finetune_robust/seed_42 (best.pth and metrics)
Browse files- .gitattributes +1 -0
- dino/none/finetune_robust/seed_42/plots/confusion_matrix.png +0 -0
- dino/none/finetune_robust/seed_42/plots/roc_auc.png +3 -0
- dino/none/finetune_robust/seed_42/results/history.csv +14 -0
- dino/none/finetune_robust/seed_42/results/metrics_celeb_df.csv +2 -0
- dino/none/finetune_robust/seed_42/results/metrics_celeb_df_video.csv +2 -0
- dino/none/finetune_robust/seed_42/results/metrics_df40.csv +2 -0
- dino/none/finetune_robust/seed_42/results/metrics_summary.csv +2 -0
- dino/none/finetune_robust/seed_42/results/metrics_test.csv +2 -0
- dino/none/finetune_robust/seed_42/results/metrics_test_d.csv +2 -0
- dino/none/finetune_robust/seed_42/results/metrics_val.csv +2 -0
- dino/none/finetune_robust/seed_42/results/run_config.json +51 -0
- dino/none/finetune_robust/seed_42/weights/best.pth +3 -0
.gitattributes
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dino/srm_only/finetune_robust/seed_42/plots/roc_auc.png filter=lfs diff=lfs merge=lfs -text
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dino/none/finetune_robust/seed_2024/plots/roc_auc.png filter=lfs diff=lfs merge=lfs -text
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dino/none/finetune_robust/seed_123/plots/roc_auc.png filter=lfs diff=lfs merge=lfs -text
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dino/srm_only/finetune_robust/seed_42/plots/roc_auc.png filter=lfs diff=lfs merge=lfs -text
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dino/none/finetune_robust/seed_2024/plots/roc_auc.png filter=lfs diff=lfs merge=lfs -text
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dino/none/finetune_robust/seed_123/plots/roc_auc.png filter=lfs diff=lfs merge=lfs -text
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dino/none/finetune_robust/seed_42/plots/roc_auc.png filter=lfs diff=lfs merge=lfs -text
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dino/none/finetune_robust/seed_42/plots/confusion_matrix.png
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dino/none/finetune_robust/seed_42/plots/roc_auc.png
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Git LFS Details
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dino/none/finetune_robust/seed_42/results/history.csv
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dino/none/finetune_robust/seed_42/results/metrics_celeb_df.csv
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model_family,fourier_mode,regime,seed,split,threshold,auc,acc,f1,precision,recall,specificity,loss,frame_auc,frame_acc,frame_f1,video_auc,video_acc,video_f1
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dino/none/finetune_robust/seed_42/results/metrics_celeb_df_video.csv
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model_family,fourier_mode,regime,seed,split,threshold,auc,acc,f1,precision,recall,specificity,loss
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dino/none/finetune_robust/seed_42/results/metrics_df40.csv
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model_family,fourier_mode,regime,seed,split,threshold,loss,acc,precision,recall,f1,auc,specificity,tp,fp,fn,tn
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dino/none/finetune_robust/seed_42/results/metrics_summary.csv
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acc,precision,f1,auc,recall,specificity,model_family,architecture,fourier_mode,regime,seed,seeds,epochs,batch_size,num_workers,image_size,data_limit,raw_min,lr_head,lr_backbone,weight_decay,early_stop_patience,scheduler_patience,max_grad_norm,dropout,augment,train_backbone,use_weighted_sampler,use_class_weights,label_smoothing,threshold_strategy,mixup_alpha,cutmix_alpha,unfreeze_last_n,multi_gpu,allow_pretrained,patch_size,hidden_size,num_hidden_layers,num_attention_heads,projection_dim,variant,model_size,expert_family,num_experts,routing_strategy,top_k,in_channels_override,in_channels,threshold
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dino/none/finetune_robust/seed_42/results/metrics_test.csv
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model_family,fourier_mode,regime,seed,split,threshold,loss,acc,precision,recall,f1,auc,specificity,tp,fp,fn,tn
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dino,none,finetune,42,test,0.1555909812450409,0.42959587306938635,0.8240476622313091,0.926686251607499,0.7527433034644688,0.8307069125983586,0.9174292526686182,0.9199247442076235,78545,6214,25800,71388
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dino/none/finetune_robust/seed_42/results/metrics_test_d.csv
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model_family,fourier_mode,regime,seed,split,threshold,loss,acc,precision,recall,f1,auc,specificity,tp,fp,fn,tn
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dino,none,finetune_robust,42,test_d,0.1555909812450409,1.1279108315507083,0.7341368640318334,0.8473242652899127,0.6543102209018161,0.7384126194428973,0.8276790768620759,0.8414731579083014,68274,12302,36071,65300
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dino/none/finetune_robust/seed_42/results/metrics_val.csv
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model_family,fourier_mode,regime,seed,split,threshold,loss,acc,precision,recall,f1,auc,specificity,tp,fp,fn,tn
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dino,none,finetune,42,val,0.1555909812450409,0.0898930377955134,0.9666877031547946,0.9754011427007424,0.9688271674860107,0.972103040876518,0.9926097342765089,0.9634908007650513,85530,2157,2752,56924
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dino/none/finetune_robust/seed_42/results/run_config.json
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{
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"allow_pretrained": true,
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"architecture": "resnet18",
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"augment": true,
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"batch_size": 32,
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"expert_family": "mobilenet",
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"fourier_mode": "none",
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"hidden_size": 256,
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"image_size": 224,
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"label_smoothing": 0.0,
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"lr_backbone": 2e-05,
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"mixup_alpha": 0.2,
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"model_family": "dino",
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"model_size": "base",
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"num_attention_heads": 8,
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"num_experts": 7,
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"num_hidden_layers": 6,
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"num_workers": 4,
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"patch_size": 16,
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"projection_dim": 128,
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"raw_min": false,
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"regime": "finetune",
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"routing_strategy": "dense",
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"scheduler_patience": 3,
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"seed": 42,
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"seeds": [
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42,
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123,
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2024,
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2025
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],
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"threshold_strategy": "f1",
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"top_k": 3,
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"train_backbone": true,
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"unfreeze_last_n": 2,
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"use_class_weights": true,
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"use_weighted_sampler": true,
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"variant": "large",
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"weight_decay": 0.0001
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}
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dino/none/finetune_robust/seed_42/weights/best.pth
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version https://git-lfs.github.com/spec/v1
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size 350424374
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